Advances in Psychological Science (心理科学进展) 2018/26:5 PP.928-938

New avenues for the development of domain-specific nature of risky decision making

The term "risk-domain specificity" refers to the domain-specific nature of risky decision making due to the presence of factors that are particular to a certain content domain.Based on classical risky decision making theories stemming from laws of expectation,risk-taking propensity is domain-general.On the other hand,substantial evidences from past studies indicate that risk-taking propensity is domain-specific.The literature on risk-domain specificity has witnessed considerable progress in terms of mechanisms,measurements,and independent variables.Theoretically,early mainstream mechanisms deconstructed risk behavior based on a risk-return framework,whereas recent studies have validated the mechanisms with new sets of evidence and explained risk-domain specificity from the perspectives of evolution,personality and motivation.In terms of measurements,Domain-specific Risk Taking Scale (DOSPERT),as a dominant scale,has been further validated in various cultures,content domains,and groups.In comparison,other scales based on different content domains have been proven to be consistent and valid.In terms of independent variables,the regularity of risk-domain specificity has been proposed from various perspectives,such as genetics,environment and individual differences.Future research may focus on content domain integration and theory validation in detailed content domains as well as exploring regularity and mechanisms of risk-domain specificity at an individual level.

Key words:risk,risk-taking propensity,risk domains,domain specificity,risk preference

ReleaseDate:2018-07-02 16:10:50

黄贵海, 周坤, 孙悦, 饶俪琳, 唐辉, 李纾, 梁竹苑. (2013). 不参赌是规避风险还是规避后悔?. 心理科学, 36(6), 1447-1450.

李纾. (2016). 决策心理:齐当别之道. 上海:华东师范大学出版社.

饶俪琳, 梁竹苑, 李纾. (2009). 迫选规则体验法:检验规范性和描述性风险决策理论的新尝试. 心理学报, 41(8), 726-736.

孙悦, 周坤, 毕研玲, 黄贵海, 李纾. (2010). 个体参赌意愿跨情境特殊性分析. 中华行为医学与脑科学杂志, 19(11), 1012-1015.

Apicella, C. L., Carré, J. M., & Dreber, A. (2015). Testosterone and economic risk taking:A review. Adaptive Human Behavior and Physiology, 1(3), 358-385.

Blais, A.-R., & Weber, E. U. (2006). A Domain-Specific Risk-Taking (DOSPERT) scale for adult populations. Judgment and Decision Making, 1(1), 33-47.

Bromiley, P., & Curley, S. (1992). Individual differences in risk taking. In J. F. Yates (Ed.), Risk-taking behavior (pp. 87-132). New York:John Wiley.

Butler, S., Rosman, A., Barnes, J., Seleski, S., Garcia, M., Lee, S., & Schwartz, A. (2012). A medical risk attitude subscale for DOSPERT. Judgement and Decision Making, 7(2), 189-195.

Choma, B. L., Hanoch, Y., Hodson, G., & Gummerum, M. (2014). Risk propensity among liberals and conservatives:The effect of risk perception, expected benefits, and risk domain. Social Psychological and Personality Science, 5(6), 713-721.

Coppola, M. (2014). Eliciting risk-preferences in socio-economic surveys:How do different measures perform? The Journal of Socio-Economics, 48, 1-10.

Cosmides, L., & Tooby J. (1994). Origins of domain specificity:The evolution of functional organization. In L. A. Hirschfeld & S. A. Gelman (Eds.), Mapping the mind:Domain specificity in cognition and culture (pp. 85-116). New York:Cambridge University Press.

Franco, M., & D'Angelo, N. (2011). Investment risk behavior in different domains:Entrepreneurs vs. public employees. In B. M. Escuela, C. M. Aizpuru, & G. M. O. Moralales (Eds.), Politicas de empleo:Macroeconomia y empresa. Universidad de La Laguna, Spain.

Friedman, R. S., & Förster, J. (2001). The effects of promotion and prevention cues on creativity. Journal of Personality and Social Psychology, 81, 1001-1013.

Gilliam, J., & Chatterjee, S. (2011). The influence of birth order on financial risk tolerance. Journal of Business & Economics Research, 9(4), 43-50.

Gilman, J. M., Calderon, V., Curran, M. T., & Evins, A. E. (2015). Young adult cannabis users report greater propensity for risk-taking only in non-monetary domains. Drug and Alcohol Dependence, 147, 26-31.

Goldstein, W. M., & Weber, E. U. (1995). Content and discontent:Indications and implications of domain specificity in preferential decision making. Psychology of Learning and Motivation, 32, 83-136.

Hagen, E. (2004). The evolutionary psychology FAQ. Retrieved from:

Hanoch, Y., Johnson, J. G., & Wilke, A. (2006). Domain specificity in experimental measures and participant recruitment. Psychological Science, 17(4), 300-304.

Higgins, E. T., Roney, C. J. R., Crowe, E., & Hymes, C. (1994). Ideal versus ought predilections for approach and avoidance:Distinct self-regulatory systems. Journal of Personality and Social Psychology, 66(2), 276-286.

Hong, J. I., Lee, Y. R., Kim, K. H., Park, J. Y., Park, S. H., Lee, K., & Lee, J. (2010). Risk-taking propensity of Korean people that were measured by BART and K-DOSPERT. Journal of Korean Association of Social Psychiatry, 14, 3-14.

Hu, X. X., & Xie, X. F. (2012). Validation of the Domain-Specific Risk-Taking Scale in Chinese college students. Judgment and Decision Making, 7(2), 181-188.

Johnson, J. G., Wilke, A., & Weber, E. U. (2004). Beyond a trait view of risk taking:A domain-specific scale measuring risk perceptions, expected benefits, and perceived-risk attitudes in German-speaking populations. Polish Psychological Bulletin, 35, 153-172.

Josef, A. K., Richter, D., Samanez-Larkin, G. R., Wagner, G. G., Hertwig, R., & Mata, R. (2016). Stability and change in risk-taking propensity across the adult life span. Journal of Personality and Social Psychology, 111(3), 430-450.

Kahneman, D., & Tversky, A. (1979). Prospect theory:An analysis of decision under risk. Econometrica, 47(2), 263-292.

Keinan, R., & Bereby-Meyer, Y. (2012). "Leaving it to chance"-passive risk taking in everyday life. Judgement and Decision Making, 7(6), 705-715.

Khodarahimi, S. (2015). Sensation-seeking and risk-taking behaviors:A study on young Iranian adults. Applied Research in Quality of Life, 10(4), 721-734.

Kim, Y., Kim, K., & Kim, T. H. (2014). Domain specific relationships of 2D:4D digit ratio in risk perception and risk behavior. The Journal of General Psychology, 141(4), 373-392.

Krause, P., Heindl, J., Jung, A., Langguth, B., Hajak, G., & Sand, P. G. (2014). Risk attitudes and birth order. Journal of Health Psychology, 19(7), 858-868.

Kruger, D. J., Wang, X. T., & Wilke, A. (2007). Towards the development of an evolutionarily valid domain-specific risk-taking scale. Evolutionary Psychology, 5(3), 555-568.

Lee, J., & Jeong, J. (2013). Correlation of risk-taking propensity with cross-frequency phase-amplitude coupling in the resting EEG. Clinical Neurophysiology, 124(11), 2172-2180.

Li, S., Zhou, K., Sun, Y., Rao, L. L., Zheng, R., & Liang, Z. Y. (2010). Anticipated regret, risk perception, or both:Which is most likely responsible for our intention to gamble? Journal of Gambling Studies, 26(1), 105-116.

Liu, H.-Z., Zheng, Y., Rao, L-L., Wang, F., Sun, Y., Huang G-H., … Liang, Z-Y. (Online). Not all gamblers are created equal:Gambling preferences depend on individual personality traits. Journal of Risk Research. doi:10.1080/13669877.2016.1264447

Markiewicz, Ł., & Weber, E. U. (2013). DOSPERT's gambling risk-taking propensity scale predicts excessive stock trading. Journal of Behavioral Finance, 14(1), 65-78.

Momen, N., Taylor, M. K., Pietrobon, R., Gandhi, M., Markham, A. E., Padilla, G. A.,... Sander, T. C. (2010). Initial validation of the Military Operational Risk Taking Scale (MORTS). Military Psychology, 22(2), 128-142.

Nicholson, N., Soane, E., Fenton-O'Creevy, M., & Willman, P. (2005). Personality and domain-specific risk taking. Journal of Risk Research, 8(2), 157-176.

Pratt, J. W. (1964). Risk aversion in the small and in the large. Econometrica, 32(1-2), 122-136.

Reyna, V. F., & Lloyd, F. J. (2006). Physician decision making and cardiac risk:Effects of knowledge, risk perception, risk tolerance, and fuzzy processing. Journal of Experimental Psychology:Applied, 12(3), 179-195.

Reynaud, A., & Couture, S. (2012). Stability of risk preference measures:Results from a field experiment on French farmers. Theory and Decision, 73(2), 203-221.

Riva, S., Gorini, A., Cutica, I., Mazzocco, K., & Pravettoni, G. (2015). Translation, cross-cultural adaptation, and reliability, of the Italian version of the Passive Risk Taking (PRT) Scale. Judgement and Decision Making, 10(6), 597-604.

Rolison, J. J., Hanoch, Y., Wood, S., & Liu, P. J. (2014). Risk-taking differences across the adult life span:A question of age and domain. The Journals of Gerontology, Series B, 69(6), 870-880.

Rosman, A., Garcia, M., Lee, S., Butler, S., & Schwartz, A. (2013). DOSPERT+M:A survey of medical risk attitudes in the United States. Judgement and Decision Making, 8(4), 470-481.

Schwartz, A., Yamagishi, K., Hirahara, N., Onishi, H., Barnes, J., Rosman, A.,... Butler, S. (2013). Risk perception and risk attitudes in Tokyo:A report of the first administration of DOSPERT+M in Japan. Judgement and Decision Making, 8(6), 691-699.

Sitkin, S. B., & Pablo, A. L. (1992). Reconceptualizing the determinants of risk behavior. Academy of Management Review, 17(1), 9-38.

Soane, E., & Chmiel, N. (2005). Are risk preferences consistent? Personality and Individual Differences, 38(8), 1781-1791.

Soane, E., Dewberry, C., & Narendran, S. (2010). The role of perceived costs and perceived benefits in the relationship between personality and risk-related choices. Journal of Risk Research, 13(3), 303-318.

Sulloway, F. J., & Zweigenhaft, R. L. (2010). Birth order and risk taking in athletics:A meta-analysis and study of major league baseball. Personality and Social Psychology Review, 14, 402-416.

Szrek, H., Chao, L.-W., Ramlagan, S., & Peltzer, K. (2012). Predicting (un)healthy behavior:A comparison of risk-taking propensity measures. Judgement and Decision Making, 7(6), 716-727.

van Osch, S. M. C. (2007). The construction of health state utilities (Unpublished doctorial dissertation). Leiden University.

Wang, X. T., Kruger, D. J., & Wilke, A. (2009). Life history variables and risk-taking propensity. Evolution and Human Behavior, 30(2), 77-84.

Wang, X. T., Zheng, R., Xuan, Y. H., Chen, J., & Li, S. (2016). Not all risks are created equal:A twin study and meta-analyses of risk taking across seven domains. Journal of Experimental Psychology:General, 145(11), 1548-1560.

Weber, E. U., & Milliman, R. (1997). Perceived risk attitudes:Relating risk perception to risky choice. Management Science, 43(2), 123-144.

Weber, E. U., & Hsee, C. (1998). Cross-cultural differences in risk perception, but cross-cultural Similarities in attitudes. Management Science, 44(9), 1205-1217.

Weber, E. U. (2001a). Personality and risk taking. In N. J. Smelser & P. B. Baltes (Eds.), International encyclopedia of the social and behavioral sciences (pp. 11274-11276). Oxford:Elsevier.

Weber, E. U., Blais, A.-R., & Betz, N. E. (2002). A domain-specific risk-attitude scale:Measuring risk perceptions and risk behaviors. Journal of Behavioral Decision Making, 15(4), 263-290.

Weber, E. U., & Johnson, E. J. (2009). Decisions under uncertainty:Psychological, economic, and neuroeconomic explanations of risk preference. In P. W. Glimcher, C. F. Camerer, E. Fehr, & R. A. Poldrack (Eds.), Neuroeconomics:Decision making and the brain (pp. 127-144). London:Elsevier.

Weller, J. A., & Tikir, A. (2011). Predicting domain-specific risk taking with the HEXACO personality structure. Journal of Behavioral Decision Making, 24(2), 180-201.

Weller, J. A., & Thulin, E. W. (2012). Do honest people take fewer risks? Personality correlates of risk-taking to achieve gains and avoid losses in HEXACO space. Personality and individual differences, 53(7), 923-926.

Weller, J. A., Ceschi, A., & Randolph, C. (2015). Decision-making competence predicts domain-specific risk attitudes. Frontiers in Psychology, 6, 540.

Wichary, S., Pachur, T., & Li, M. D. (2015). Risk-taking tendencies in prisoners and nonprisoners:Does gender matter? Journal of Behavioral Decision Making, 28(5), 504-514.

Wilke, A., Sherman, A., Curdt, B., Mondal, S., Fitzgerald, C., & Kruger, D. J. (2014). An evolutionary domain-specific risk scale. Evolutionary Behavioral Sciences, 8(3), 123-141.

Wu, J., & Cheung, H. Y. (2014). Confirmatory factor analysis of DOSPERT scale with Chinese university students. Psychological Reports:Mental & Physical Health, 114(1), 185-197.

Zhang, L. J., Zhang, C., & Shang, L. (2016). Sensation-seeking and domain-specific risk-taking behavior among adolescents:Risk perceptions and expected benefits as mediators. Personality and Individual Differences, 101, 299-305.

Zhou, K., Tang, H., Sun, Y., Huang, G. H., Rao, L. L., Liang, Z. Y., & Li, S. (2012). Belief in luck or in skill:Which locks people into gambling? Journal of Gambling Studies, 28(3), 379-391.

Zhou, L., Zhang Y-Y., Li S., & Liang, Z-Y. (In press). New paradigms for the old question:Challenge the expectation rule held by risky decision-making theories. Journal of Pacific Rim Psychology. doi 10.1017/prp.2018.4

Zimerman, L., Shalvi, S., & Bereby-Meyer, Y. (2014). Self-reported ethical risk taking tendencies predict actual dishonesty. Judgement and Decision Making, 9(1), 58-64.

Zou, X., & Scholer, A. A. (2016). Motivational affordance and risk-taking across decision domains. Personality and Social Psychology Bulletin, 42(3), 275-289.

Zou, X., Scholer, A. A., & Higgins, E. T. (2014). In pursuit of progress:Promotion motivation and risk preference in the domain of gains. Journal of Personality and Social Psychology, 106(2), 183-201.